The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 515 LR chi2(60) = 496.94 Prob > chi2 = 0.0000 Log likelihood = -527.75026 Pseudo R2 = 0.3201 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pcf-psu | _Iretnat_1 | .9908628 1.181266 -0.01 0.994 .0957737 10.25134 _Iretnat_3 | .4480014 .2160154 -1.67 0.096 .1741208 1.152678 age | .9841874 .0131836 -1.19 0.234 .9586843 1.010369 male | 1.198183 .495222 0.44 0.662 .5329818 2.693606 edulevel | .6534254 .1814261 -1.53 0.125 .3791897 1.125992 notrelig | 1.336779 .236844 1.64 0.101 .9445999 1.891783 urban | .7671223 .2084549 -0.98 0.329 .4503626 1.306673 pubhome | .5095009 .3981287 -0.86 0.388 .110156 2.356578 ownhome | 1.141062 .5599111 0.27 0.788 .4361448 2.985299 unionhld | 1.464437 .7154598 0.78 0.435 .5620965 3.815316 occupa2 | .9530132 .4332021 -0.11 0.916 .3909997 2.322852 occupa3 | 1.178393 .7333696 0.26 0.792 .3479741 3.990553 demsat | 2.136652 .5930695 2.74 0.006 1.240127 3.681302 lrself | .709651 .10972 -2.22 0.027 .5241306 .9608378 eusup | .4493723 .1501692 -2.39 0.017 .2334294 .8650813 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .2794665 .3201384 -1.11 0.266 .0295971 2.638821 _Iretnat_3 | .8483663 .2933968 -0.48 0.634 .430731 1.67094 age | .9792588 .0103352 -1.99 0.047 .9592102 .9997264 male | .8410384 .2658194 -0.55 0.584 .4526727 1.562599 edulevel | 1.212791 .2274097 1.03 0.304 .8398038 1.751436 notrelig | 1.186408 .1656097 1.22 0.221 .9024339 1.559741 urban | .7735282 .1568476 -1.27 0.205 .5198509 1.150995 pubhome | .7677937 .4111838 -0.49 0.622 .2687773 2.193292 ownhome | .8620029 .3173505 -0.40 0.687 .4189235 1.77371 unionhld | .7552751 .3623533 -0.59 0.559 .2949374 1.934107 occupa2 | .7637121 .2865628 -0.72 0.473 .3660486 1.593385 occupa3 | .8849979 .4249029 -0.25 0.799 .3453548 2.267874 demsat | 1.074851 .2370162 0.33 0.743 .6976686 1.655951 lrself | 1.73424 .1998056 4.78 0.000 1.383695 2.173592 eusup | .8984986 .2565488 -0.37 0.708 .5134206 1.572394 -------------+---------------------------------------------------------------- rpr | _Iretnat_1 | 16.80483 13.11336 3.62 0.000 3.640939 77.56302 _Iretnat_3 | 1.423331 .6555954 0.77 0.443 .577081 3.510547 age | 1.018792 .0116345 1.63 0.103 .9962417 1.041852 male | 2.287902 .9034513 2.10 0.036 1.055148 4.960912 edulevel | .9082944 .211164 -0.41 0.679 .575885 1.432575 notrelig | 1.301334 .2522719 1.36 0.174 .8899749 1.902828 urban | 1.194347 .3132756 0.68 0.498 .7142686 1.997099 pubhome | .6614752 .4837215 -0.57 0.572 .1577791 2.773177 ownhome | .8884263 .4180198 -0.25 0.801 .3532779 2.234222 unionhld | 1.246987 .7680634 0.36 0.720 .3728869 4.170105 occupa2 | .9515681 .4540058 -0.10 0.917 .3735255 2.42415 occupa3 | .7510791 .4304594 -0.50 0.617 .2442552 2.30955 demsat | 1.875329 .4786627 2.46 0.014 1.137143 3.092714 lrself | 6.517174 1.088118 11.23 0.000 4.698306 9.040186 eusup | .5875093 .1872131 -1.67 0.095 .3146115 1.097122 -------------+---------------------------------------------------------------- udf | _Iretnat_1 | 3.48582 2.439409 1.78 0.074 .8843542 13.7399 _Iretnat_3 | .6855252 .245024 -1.06 0.291 .3402378 1.381225 age | 1.015653 .0096393 1.64 0.102 .9969352 1.034723 male | 2.25538 .7531682 2.44 0.015 1.172106 4.339827 edulevel | 1.191382 .2252799 0.93 0.354 .8224254 1.725861 notrelig | .9847412 .1568439 -0.10 0.923 .7206885 1.34554 urban | 1.100363 .2366893 0.44 0.657 .7218412 1.677376 pubhome | .3635779 .2219368 -1.66 0.097 .1099014 1.202795 ownhome | .788934 .3034136 -0.62 0.538 .3712614 1.676492 unionhld | 1.185967 .5716413 0.35 0.723 .4610941 3.050391 occupa2 | .8106009 .3230683 -0.53 0.598 .3711567 1.770341 occupa3 | .8049665 .3935819 -0.44 0.657 .3087376 2.098776 demsat | 1.558536 .3383323 2.04 0.041 1.018439 2.385056 lrself | 3.474636 .458135 9.45 0.000 2.683351 4.499262 eusup | .563533 .1548394 -2.09 0.037 .3288809 .9656062 ------------------------------------------------------------------------------ (Outcome vote==ps-mrg is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [pcf-psu]_Iretnat_1 = 0 ( 2) [green]_Iretnat_1 = 0 ( 3) [rpr]_Iretnat_1 = 0 ( 4) [udf]_Iretnat_1 = 0 ( 5) [pcf-psu]_Iretnat_3 = 0 ( 6) [green]_Iretnat_3 = 0 ( 7) [rpr]_Iretnat_3 = 0 ( 8) [udf]_Iretnat_3 = 0 chi2( 8) = 25.19 Prob > chi2 = 0.0014 vote | Freq. Percent Cum. ------------+----------------------------------- pcf-psu | 42 8.16 8.16 ps-mrg | 176 34.17 42.33 green | 71 13.79 56.12 rpr | 100 19.42 75.53 udf | 126 24.47 100.00 ------------+----------------------------------- Total | 515 100.00 > .98 .98 .99 .99 .99 .99 .99 1 1 1 These are the following stats: test: test that the coeffcients on retnat are jointly 0 in each equation seperately freq: the sample frequencies of people voting for each party pred-value: mean predicted probability of voting for each party, for the sample worse: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one category party test freq pv worse better all_neutral all_worse all_better -------------------------------------------------------------------------------- 10 .2291311 .0815534 .0779787 .0700747 .1057026 .1113252 .0689764 .0932325 20 . .3417476 .3401994 .3591826 .2804739 .3078435 .3620904 .2315883 50 .523599 .1378641 .1439294 .1540629 .1107038 .1559998 .1539791 .026306 60 .0008696 .1941748 .1898379 .1812756 .2121832 .1296334 .1876056 .3540794 70 .0372384 .2446602 .2480546 .2354042 .2909365 .2951981 .2273484 .2947938 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0779787 .0875454 .0449861 .0269069 .1973662 20 .3401994 .3321048 .0765021 .1904849 .4843387 50 .1439294 .143262 .0630564 .0530224 .2949229 60 .1898379 .1946254 .0554356 .098668 .3110996 70 .2480546 .2424624 .0752097 .1164739 .4069293 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0700747 -.0237229 .0332379 -.1045818 .027687 20 .3591826 .0547641 .0553757 -.0508978 .1668518 50 .1540629 .0262585 .050539 -.0725969 .1298292 60 .1812756 -.0250364 .052014 -.1234742 .0802286 70 .2354042 -.0322632 .0659458 -.1738395 .0886778 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1057026 .032568 .0487809 -.0455939 .1490777 20 .2804739 -.0632256 .065421 -.1952975 .0622432 50 .1107038 -.0300828 .0519162 -.1350906 .0737316 60 .2121832 .0210521 .0467009 -.0704764 .1122919 70 .2909365 .0396883 .0633423 -.074742 .1757191 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0689764 -.0415247 .0365645 -.1277487 .0120248 20 .3620904 .0523465 .0512299 -.0456561 .1558908 50 .1539791 -.0046309 .0424737 -.0955694 .0788802 60 .1876056 .056317 .0357049 -.0067473 .1354869 70 .2273484 -.0625078 .0500536 -.1702234 .0298275 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0932325 -.0111998 .0788261 -.1592576 .1735681 20 .2315883 -.0753299 .0993174 -.2737351 .1188649 50 .026306 -.1173084 .0758091 -.2782483 .0161938 60 .3540794 .212539 .0813768 .0750077 .3874351 70 .2947938 -.008701 .1019273 -.1856135 .2138713 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0903296 .0460317 .0285625 .2023548 20 .3441946 .0684492 .2184965 .4829606 50 .147736 .0610314 .0582073 .2929453 60 .1985085 .0553659 .1043853 .3167741 70 .2506171 .069936 .1316576 .4028209 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 -.0251051 .035354 -.1123253 .0271992 20 .0482231 .0476983 -.0453466 .1432945 50 .0324181 .0465493 -.0596021 .1279703 60 -.0231616 .0515287 -.1208142 .078155 70 -.0322433 .0540049 -.1451787 .066212 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0317217 .0493998 -.0454875 .1509692 20 -.0552392 .0531025 -.1601629 .0499992 50 -.0354457 .0463503 -.1298751 .0572074 60 .0176216 .046556 -.0721056 .1074964 70 .0283462 .0517716 -.0655443 .1382648 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 -.04317 .0374512 -.1335727 .009668 20 .0402538 .0428187 -.0436767 .1239027 50 .0014644 .0379662 -.0781423 .0756928 60 .062648 .036204 -.0003139 .139532 70 -.0531181 .0442591 -.1474565 .0227987 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0199345 .0805547 -.1670693 .1685872 20 -.0926426 .0783532 -.251394 .063888 50 -.121773 .0684536 -.2710651 .0028843 60 .21767 .0798452 .0832012 .390403 70 -.0313485 .0720497 -.1743216 .1191161